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Spatial patterns of tumour growth impact clonal diversification in a computational model and the TRACERx Renal study.


ABSTRACT: Genetic intra-tumour heterogeneity fuels clonal evolution, but our understanding of clinically relevant clonal dynamics remain limited. We investigated spatial and temporal features of clonal diversification in clear cell renal cell carcinoma through a combination of modelling and real tumour analysis. We observe that the mode of tumour growth, surface or volume, impacts the extent of subclonal diversification, enabling interpretation of clonal diversity in patient tumours. Specific patterns of proliferation and necrosis explain clonal expansion and emergence of parallel evolution and microdiversity in tumours. In silico time-course studies reveal the appearance of budding structures before detectable subclonal diversification. Intriguingly, we observe radiological evidence of budding structures in early-stage clear cell renal cell carcinoma, indicating that future clonal evolution may be predictable from imaging. Our findings offer a window into the temporal and spatial features of clinically relevant clonal evolution.

SUBMITTER: Fu X 

PROVIDER: S-EPMC8752443 | biostudies-literature | 2022 Jan

REPOSITORIES: biostudies-literature

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Spatial patterns of tumour growth impact clonal diversification in a computational model and the TRACERx Renal study.

Fu Xiao X   Zhao Yue Y   Lopez Jose I JI   Rowan Andrew A   Au Lewis L   Fendler Annika A   Hazell Steve S   Xu Hang H   Horswell Stuart S   Shepherd Scott T C STC   Spencer Charlotte E CE   Spain Lavinia L   Byrne Fiona F   Stamp Gordon G   O'Brien Tim T   Nicol David D   Augustine Marcellus M   Chandra Ashish A   Rudman Sarah S   Toncheva Antonia A   Furness Andrew J S AJS   Pickering Lisa L   Kumar Santosh S   Koh Dow-Mu DM   Messiou Christina C   Dafydd Derfel Ap DA   Orton Matthew R MR   Doran Simon J SJ   Larkin James J   Swanton Charles C   Sahai Erik E   Litchfield Kevin K   Turajlic Samra S   Bates Paul A PA  

Nature ecology & evolution 20211223 1


Genetic intra-tumour heterogeneity fuels clonal evolution, but our understanding of clinically relevant clonal dynamics remain limited. We investigated spatial and temporal features of clonal diversification in clear cell renal cell carcinoma through a combination of modelling and real tumour analysis. We observe that the mode of tumour growth, surface or volume, impacts the extent of subclonal diversification, enabling interpretation of clonal diversity in patient tumours. Specific patterns of  ...[more]

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